A software suite to study and test Dynamic State Network (DSN) Reservoir Computers
Test a what?
A Dynamic State Network (DSN) Reservoir Computer is a modified Echo State Network Reservoir Computer that utilizies the injected dynamics of a nonlinear/chaotic function to improve predictive and generative performance of nonlinear/chaotic time series
Why exactly?
This repo is used for the study of the effects of nonlinear/chaotic functions on DSN RC, as well as their applications. Included here are Monte Carlo batch simulations, synthetic dataset generation scripts, and examples of applications